Machine Learning for Large-Scale Data Analysis and Decision Making (MATH80629A): Winter 2023

Assignments are count for 30% of your final grade. Most of the assignments are graded with gradescope. You need to create an account and add yourself to the course with the Entry Code: M3YG6B.

To access a guideline that will help you with submitting your homework on gradescope, please click here.

Survey

Student Introduction suvery, due January 20, 2023.

Capsule Quizes

Capsule Quizes are count for 10% of your final grade.

Quize 0, on gradescope, January 13, 2023.
Quize 1, on gradescope, January 20, 2023.
Quize 2, on gradescope, February 3, 2023.
Quize 3, on gradescope, February 10, 2023.
Quize 4, on gradescope, February 17, 2023.
Quize 5, on gradescope, March 10, 2023.
Quize 6, on gradescope, March 31, 2023.

Homework

Homework assignments are count for 20% of your final grade.

Homework expectations

Completely explain your solutions.
Correct answers without clear explanations will not receive full credit.
Homeworks must be completed individually. Discussion with others is okay, but you must write solutions yourself.
All code used to arrive at answers is submitted along with answers.
Code will be graded according to style in addition to functionality.

Assignments

Assignment 1: due February 17, 2023. Upload the answers (Code and PDF) to your gradescope account. Late policy with 30% penalty per day.
Assignment 1: Questions
Assignment 2: due March 12, 2023. Upload the answers (Code and PDF) to your gradescope account. Late policy with 30% penalty per day.
CNN data: Weather Dataset
RNN data: CoNLL2000Chunking
Colab
Assignment 3: Case study on Recommender Systems: answer question 1, due March 16, 2023. Upload the PDF to your gradescope account.
Assignment 3: Questions